Safe Home Inventory Team (S.H.I.T.)

SafeHome Inventory uses ExecuTorch and Qualcomm's Hexagon NPU to help disaster victims document belongings for insurance claims. The app features real-time object detection (YOLOv8), AI vision-based item identification via draw-to-circle interaction, and on-device LLM-generated descriptions—all running privately with NPU acceleration. Built to demonstrate ExecuTorch's capabilities with Qualcomm QNN backend, it delivers 2x faster inference while enabling accessible emergency preparedness through advanced mobile AI.